Are Black Eyes Rare - There's an eye disorder known as aniridia which makes the eye appear to have no iris. another extremely rare chromosomal disease, cat eye syndrome is an absence of tissue in the eye which causes the pupil to narrow and push itself into the iris giving it a feline appearance.